AI & Machine Learning Services for Kempsey Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Kempsey or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Kempsey services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Kempsey or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As a trusted and innovative multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to serve businesses across Kempsey, New South Wales, Australia. Our team of experienced professionals has been collaborating with clients throughout the region, providing expert solutions that drive growth and success. COLETEK's reputation as a reliable and capable partner has been built over two decades, as we've helped numerous organizations in Kempsey, New South Wales, Australia navigate complex engineering challenges and develop innovative products that meet the evolving needs of their customers. From agricultural to infrastructure projects, our expertise covers a wide range of industries. By leveraging COLETEK's multidisciplinary capabilities, businesses in Kempsey, New South Wales, Australia can tap into our collective knowledge and experience. Our team of engineers, designers, and developers work seamlessly together to deliver tailored solutions that exceed expectations. Whether you're seeking to enhance operational efficiency, drive innovation, or optimize your product offerings, we have the skills and expertise to support your goals. What sets COLETEK apart is our commitment to collaboration. We take the time to understand the unique needs of businesses in Kempsey, New South Wales, Australia, and work closely with them to identify opportunities for improvement and growth. Our goal is to empower clients with the tools, knowledge, and expertise they need to thrive in their respective markets. Operating throughout Kempsey, New South Wales, Australia and beyond, COLETEK has earned a reputation as a trusted partner that gets things done. We're proud of our national presence and look forward to continuing to support businesses like yours. Whether you require engineering services, product development expertise, or strategic guidance, we're here to help. Don't settle for anything less than the best. Partner with COLETEK to drive success in Kempsey, New South Wales, Australia. Let's build something remarkable together.